Showing your VAT amount on the invoice depends on the HMRC, Vaillant.
As not registered for VAT, there is no VAT collected on sales. To ensure compliance and help further determine if you're still required to show the zero amount of the VAT, reach out to HMRC.
Moreover, let me share these articles that can help you with your VAT sales in the future: